I’m new to discourse AI. I’m using “sentence-transformers/all-mpnet-base-v2” as my embedding model. is this enough to do semantic search? Or Should i have to add a Hyde model for it? Please guide me on this.

[תמונה] Ajindiscource: Or Should i have to add a Hyde model for it? You also need an LLM for semantic search. If you want to self-host see Self-Hosting an OpenSource LLM for DiscourseAI .

Thank you so much. Can you gimme an idea on the requirements to host model like “mistralai/Mistral-7B-Instruct-v0.2” on-prem and in cloud as well for an enterprise level website, please. And also i cant able to find any tokenizers for this model in the admin panel.

[תמונה] Ajindiscource: Can you gimme an idea on the requirements to host model like “mistralai/Mistral-7B-Instruct-v0.2” on-prem and in cloud as well for an enterprise level website, please. There is nothing Discourse specific here, so standard rules apply. A 7B model, if ran using fp16, will…

Can you suggest us some LLM models for this scenario? We might be hosting our model on prem, so would like to know the compatibility factor of the models with Discourse. Thank you.

Depends on you budget, language support target, and what features of Discourse AI you want. Today Qwen 2.5 Instruct in 32B or 72B are a strong contender.

Is there any way that we can use a smaller model for the summarization feature? Because LLM’s take a bigger budget, and we might have to settle for something smaller for now…

Yes, you can use any model you want.

Can we alter the payload to the model for summarization or any other function? Especially, I want to change the system’s content. {‘role’: ‘system’, ‘content’: ‘You are an advanced summarization bot that generates concise, coherent summaries of provided text.\n\n- Only include the summary, withou…

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Falco (Falco) 19 במרץ,‏ 2025,‏ 7:12pm 10

That is not possible at the moment, but we already started work on making it possible. Should land in the coming weeks.

נושא		תגובות	צפיות
Setup Inquiry: AI Summarization in Discourse & LLM Integration Support ai	10	389	6 באוקטובר,‏ 2025
Discourse AI - Self-Hosted Guide Self-Hosting ai	59	14586	20 במאי,‏ 2024
What LLM to use for Discourse AI? Site Management how-to , ai	0	968	23 בינואר,‏ 2025
Estimating cost of enabling Discourse AI for related content and search Support ai	2	219	28 באוקטובר,‏ 2025
Discourse AI - Large Language Model (LLM) settings page Site Management how-to , ai	1	4316	30 בספטמבר,‏ 2024

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